Housing Unit Comparison (Parcel vs. Census)

By Daniel Luu and Jorge Gamboa

We will be comparing both the total housing units from parcel and census data because the discrepancy can point to possible excess units being

Pandas

Make sure to import pandas in order to work and read csv data

Data Check

Do any initial data check to see what we are working with

Override Defaults and Cleaning Data

Change how we will view and use the data

Initial Data Analysis

Do basis data calculations on total housing unit variable

Merging Data and Mapping Basic Maps

Merge the data between geojson and csv. Then make some basic maps to understand the distribution of total housing units

Practice Folium

Practicing how to use folium to produce interactive chrolopleth map

Work Distribution

Daniel worked on examining the Social Explorer Census data on total housing units. Jorge will examine the total housing units from parcel data. This comparison will help show us any discrepancy and figure out indicators of ADU presence.